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  • Exam Name: Salesforce Certified Data Architect (SP23)
  • Last Update: 04-Jun-2023
  • Questions and Answers: 221
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Data-Architect Questions and Answers

Question # 1

A custom pricing engine for a Salesforce customer has to be decided by factors with the following hierarchy:

State in which the customer is located

City in which the customer is located if available

Zip code In which the customer is located if available

Changes to this information should have minimum code changes

What should a data architect recommend to maintain this information for the custom pricing engine that is to be built in Salesforce?


Create a custom object to maintain the pricing criteria.


Assign the pricing criteria within customer pricing engine.


Maintain require pricing criteria in custom metadata types.


Configure the pricing criteria in price books.

Question # 2

Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting performance issues and time-outs while running case reports in the Salesforce org.

Which solution should a data architect recommend to improve reporting performance?


Create a custom object to store aggregate data and run reports.


Contact Salesforce support to enable skinny table for cases.


Move data off of the platform and run reporting outside Salesforce, and give access to reports.


Build reports using custom Lightning components.

Question # 3

NTO need to extract 50 million records from a custom object everyday from its Salesforce org. NTO is facing query timeout issues while extracting these records.

What should a data architect recommend in order to get around the time out issue?


Use a custom auto number and formula field and use that to chunk records while extracting data.


The REST API to extract data as it automatically chunks records by 200.


Use ETL tool for extraction of records.


Ask SF support to increase the query timeout value.

Question # 4

Universal Containers (UC) is implementing a formal, cross -business -unit data governance program As part of the program, UC will implement a team to make decisions on enterprise -wide data governance. Which two roles are appropriate as members of this team? Choose 2 answers


Analytics/BI Owners


Data Domain Stewards


Salesforce Administrators


Operational Data Users

Question # 5

UC has a variety of systems across its technology landscape, including SF, legacy enterprise resource planning (ERP) applications and homegrown CRM tools. UC has decided that they would like to consolidate all customer, opportunity and order data into Salesforce as part of its master data management (MDM) strategy.

What are the 3 key steps that a data architect should take when merging data from multiple systems into Salesforce? Choose 3 answers:


Create new fields to store additional values from all the systems.


Install a 3rd party AppExchange tool to handle the merger


Analyze each system’s data model and perform gap analysis


Utilize an ETL tool to merge, transform and de-duplicate data.


Work with Stakeholders to define record and field survivorship rules

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